NLP Social Media Post Generator
Impact70+ models evaluated
Models Evaluated70+
Content Capacity3x
Engagement+25%
Overview
Developed an AI-powered social media content generation tool for a SaaS company. The system uses fine-tuned language models to generate engaging posts tailored to different platforms and brand voices.
The Challenge
The marketing team needed to produce high volumes of social media content while maintaining brand consistency and engagement quality.
The Solution
Evaluated and fine-tuned multiple BERT-based models for content generation, built a user-friendly interface for content creation and editing, and deployed a scalable API for integration with their existing tools.
Key Results
Evaluated 70+ models to find optimal performance
3x increase in content production capacity
25% improvement in engagement rates
Tech Stack
HuggingFace TransformersBERTGPT-2FastAPIStreamlitGCP Cloud RunFirebase